The training and publication of this LoRA were conducted entirely by an autonomous Agent equipped with multiple embedded skills and tools. The complete workflow, including data generation, training configuration, model training, result organization, and automated release, was executed without human supervision. Based on the author’s manual inspection of representative samples, the resulting LoRA demonstrates strong character consistency, stable visual identity, and well-defined character anchors. These observations suggest that the proposed agent-driven workflow is both efficient and technically robust.
Further implementation details are available in the accompanying technical article: https://civarchive.com/articles/32228/single-image-character-lora-training-via-synthetic-expansion
Shinomiya Shizuku / 四宮寧月 multi-outfit LoRA for BanG Dream! Our Notes on WAI v17 / Illustrious-SDXL. Use `shinomiya_shizuku` with `shinomiya shizuku` around weight `0.70`; recommended range is `0.65-0.75`.
Trigger words <code>shinomiya_shizuku, shinomiya_shizuku_ournotes_gray_tee_yellow_harness, shinomiya shizuku, 1girl, shinomiya_shizuku_ournotes_taupe_sailor_dress</code>
Recommended Usage
<pre><code>### Default Weight

`0.70`

### Useful Range

`0.65-0.75`

### Motion / Composition First

Use the lower side of the tested range, around `0.65`, when pose flexibility or scene composition matters more than strict outfit locking.

### Avoid as Default

Weights above `0.75` are not recommended as the default because this project showed higher risk of reference-prop leakage and reduced composition flexibility.</code></pre>
Outfit Prompts
Our Notes gray tee with yellow harness strap / <code>ournotes_gray_tee_yellow_harness</code>
Outfit trigger: <code>shinomiya_shizuku_ournotes_gray_tee_yellow_harness</code>
Full prompt
<pre><code>shinomiya_shizuku, shinomiya_shizuku_ournotes_gray_tee_yellow_harness, shinomiya shizuku, 1girl, solo, twintails, blonde hair, pink hair, lavender eyes, long hair, x hair ornament, black bow, black choker, chain necklace, grey shirt, short sleeves, yellow strap, arm warmers, striped socks, asymmetrical legwear, thigh strap, white footwear, platform boots</code></pre>
Example with LoRA
<pre><code>&lt;lora:shinomiya_shizuku_v5_unified_outfit_recommended_e000008:0.70&gt;, shinomiya_shizuku, shinomiya_shizuku_ournotes_gray_tee_yellow_harness, shinomiya shizuku, 1girl, solo, twintails, blonde hair, pink hair, lavender eyes, long hair, x hair ornament, black bow, black choker, chain necklace, grey shirt, short sleeves, yellow strap, arm warmers, striped socks, asymmetrical legwear, thigh strap, white footwear, platform boots, upper body, looking at viewer, soft smile</code></pre>
Our Notes taupe sailor dress / <code>ournotes_taupe_sailor_dress</code>
Outfit trigger: <code>shinomiya_shizuku_ournotes_taupe_sailor_dress</code>
Full prompt
<pre><code>shinomiya_shizuku, shinomiya_shizuku_ournotes_taupe_sailor_dress, shinomiya shizuku, 1girl, solo, twintails, blonde hair, pink hair, lavender eyes, long hair, black bow, black ribbon, sailor collar, brown dress, frilled dress, long sleeves, black belt, white socks, frilled socks, black footwear, footwear bow</code></pre>
Example with LoRA
<pre><code>&lt;lora:shinomiya_shizuku_v5_unified_outfit_recommended_e000008:0.70&gt;, shinomiya_shizuku, shinomiya_shizuku_ournotes_taupe_sailor_dress, shinomiya shizuku, 1girl, solo, twintails, blonde hair, pink hair, lavender eyes, long hair, black bow, black ribbon, sailor collar, brown dress, frilled dress, long sleeves, black belt, white socks, frilled socks, black footwear, footwear bow, upper body, looking at viewer, soft smile</code></pre>
Negative Prompt
<pre><code>low quality, bad anatomy, blurry, bad proportions, deformed hands, extra limbs, extra fingers, disfigured, low resolution, oversaturated, grainy, poorly drawn face, mutated, unrealistic, text, watermark, low detail, bad lighting, noisy background, bad composition, messy, blurry edges, artifacts, wrong perspective, long neck, bad posture, asymmetrical, pixelated, distorted, out of focus, clipping,
different outfit, alternate outfit, outfit change, costume change, wrong outfit, incorrect outfit, mismatched outfit, inconsistent outfit, redesigned outfit, modified outfit, extra clothes, missing clothes, incomplete outfit,</code></pre>
Recommended Generation Settings
<pre><code>Checkpoint: WAI-Nsfw-Illustrious-17
Base resolution: 1024 x 1024
Final resolution: 2048 x 2048
Sampler: DPM++ 2M
Scheduler: Karras
Steps: 30
CFG scale: 6.5
Hires.fix: enabled
Hires upscaler: RealESRGAN_x4plus_anime_6B
Hires steps: 32
Denoising strength: 0.4
Upscale by: 2
Hires CFG scale: 6
LoRA weight: 0.70</code></pre>
License / Usage NSFW generation is allowed. Author credit is required for this model release. Generated images may not be sold. Selling this model, merges, or redistributed model files is not allowed. Use on Civitai and other generation services is allowed. Sharing merges and using different permissions on merges are allowed.

Shinomiya Shizuku / 四宮寧月「ournotes_gray_tee_yellow_harness + ournotes_taupe_sailor_dress」 - BanG Dream! Our Notes WAI Illustrious SDXL LoRA

Recommended epoch 8 for WAI v17 / Illustrious-SDXL. Use weight <code>0.70</code>; tested useful range <code>0.65-0.75</code>.Trigger words: <code>shinomiya_shizuku</code>, <code>shinomiya_shizuku_ournotes_gray_tee_yellow_harness</code>, <code>shinomiya shizuku</code>, <code>1girl</code>, <code>shinomiya_shizuku_ournotes_taupe_sailor_dress</code>.

Files with SHA256: 8375b5231cc7e016e6ea70d59fa65cd433c8ee3389ad134c53bcb82a373e51c5